计算机工程与应用 ›› 2008, Vol. 44 ›› Issue (14): 31-33.

• 博士论坛 • 上一篇    下一篇

基于曲率驱动方向性热流的图像修复模型

屈 磊,韦 穗,梁 栋,王 年

  

  1. 安徽大学 计算智能与信号处理教育部重点实验室,合肥 230039
  • 收稿日期:2007-12-10 修回日期:2008-03-11 出版日期:2008-05-11 发布日期:2008-05-11
  • 通讯作者: 屈 磊

Inpainting model which based on curvature driven oriented heat-flows

QU Lei,WEI Sui,LIANG Dong,WANG Nian   

  1. Key Lab of IC&SP for China Educational Department,Anhui University,Hefei 230039,China
  • Received:2007-12-10 Revised:2008-03-11 Online:2008-05-11 Published:2008-05-11
  • Contact: QU Lei

摘要: 提出一种曲率驱动的方向性热流图像修复模型。在该模型中,信息向待修复区域的扩散被看成是两个相互垂直的1D方向性热流的耦合,其中的扩散方向由图像的局部相关几何决定,而扩散强度是一个曲率相关的函数。实验结果表明,该模型不仅能够保证修复边缘的尖锐性还可以减少修复过程中虚假边缘的产生。

关键词: 图像修复, 曲率, 方向性热流

Abstract: An inpainting model which based on curvature driven oriented heat-flows is proposed in this paper.In this model,the diffusion toward the inpainting domain can be seen as the coupling of two weighted 1D heat flows along orthonormal directions.The diffusion directions are defined by the local coherence geometry of image and the diffusion strength is a function of curvature.Experimental results show that the emergence of artificial edges can be avoided and the sharp inpainting edges can be achieved by using this model.

Key words: inpainting, curvature, oriented heat-flows